Monsanto had abandoned plans to sell the unit to Deere under pressure from the Justice Department

Farm equipment manufacturer Agco Corp. has agreed to acquire a line of high-tech planting equipment from Monsanto Co. after the seed company abandoned plans to sell the unit to Deere & Co. under pressure from the Justice Department.

Agco said Wednesday that Precision Planting LLC will strengthen its equipment offerings for large farmers. The...